#eval=params$runcodebooks

codebook(eas_19, survey_repetition = "single", metadata_table = TRUE) #Gerhard: this could also create an html; or make this as a separate markdown. It takes a long time to run... so maybe don't do it here

Metadata

Description

Dataset name: eas_19

The dataset has N=2513 rows and 303 columns. 0 rows have no missing values on any column.

Metadata for search engines
  • Date published: 2021-03-12
x
referrer
sincere
is_ea1
is_ea2
first_heard_EA
involved_tlycs
involved_local_EA
involved_lesswrong
involved_givewell
involved_ace
involved_ssc
involved_online_ea
involved_personal_contact
involved_80K
involved_GWWC
involved_ea_global
involved_ea_global_x
involved_book_blog
involved_podcast
involved_swiss
involved_none_of_the_above
involved_other
which_year_EA
member_ea_fb
member_ea_forum
member_lw
member_local_group
member_none_of_the_above
member_other
member_gwwc
gwwc_year
ea_engaged_scale
activity_applied_eag
activity_attended_eag
activity_read_ea_book
activity_ea_forum_posted
activity_ea_forum_commented
activity_wrote_not_ea_forum
activity_ea_fb
activity_organized_ea_event
activity_ea_local_leader
activity_applied_ea_org_job
activity_employed_ea_org
ea_org_employed
activity_volunteer_ea_org
80K_coach_applied
done_80K
activity_ea_plan_change
activity_ea_donate
cause_import_animal_welfare
cause_import_cause_prioritization
cause_import_biosecurity
cause_import_climate_change
cause_import_nuclear_security
cause_import_ai
cause_import_mental_health
cause_import_poverty
cause_import_rationality
cause_import_meta
cause_import_xrisk_other
cause_import_other
extra_extra_cause
changed_causes
previous_cause
top_case
ea_career_type_ea_org
ea_career_type_non_profit
ea_career_type_etg
ea_career_type_non_etg_for_profit
ea_career_type_non_academia_research
ea_career_type_academia
ea_career_type_government
ea_career_type_advocacy
currency_donate_1
currency_donate_2
plan_donate_2019
gender
race_white
race_black
race_hispanic
race_native_american
race_pacific_islander
race_asian
race_other
country
veg
politics
politics_other
religion_atheist_agnostic
religion_buddhist
religion_christian
religion_hindu
religion_jewish
religion_muslim
religion_sikh
religion_other
employed_full_time
employed_part_time
employed_self
employed_looking
employed_not_looking
employed_homemaker
employed_retired
employed_student_part
employed_student_full
education
studied_cs
studied_econ
studied_engineering
studied_math
studied_medicine
studied_psych
studied_phil
studied_physics
studied_humanities
studied_social_science
studied_other_science
studied_vocational
donate_RC_2018
donate_ea_fund_meta_2018
donate_ea_fund_animal_welfare_2018
donate_ea_fund_ltf_2018
donate_ea_fund_global_health_2018
donate_80K_2018
donate_cfar_2018
donate_miri_2018
donate_gf_2018
donate_ace_2018
donate_mfa_2018
donate_cea_2018
donate_dtw_2018
donate_gw_2018
donate_sci_2018
donate_gd_2018
donate_ef_2018
donate_amf_2018
donate_thl_2018
experience_generalist_research
experience_management
experience_economics
experience_philosophy
experience_government
experience_operations
experience_ml
experience_ai_safety
experience_movement_building
experience_admin
experience_pa
experience_life_sciences
experiences_marketing
experience_math
experience_comms
experience_webdev
experience_international_dev
experience_software
experience_asset_management
experience_law
experience_consulting
experience_accounting
ea_interest_change
ea_community_excitement
ea_barrier_too_demanding
ea_barrier_limited_advice
ea_barrier_too_few_jobs
ea_barrier_job_too_hard
ea_barrier_unclear_where_donate
ea_barrier_unclear_how_movement_building
ea_barrier_lack_mentor
ea_barrier_not_diverse
ea_barrier_not_welcoming
ea_barrier_elitist
ea_barrier_unsocial
ea_barrier_no_ea_friends
ea_barrier_no_group
ea_barrier_no_ea_content
ea_barrier_no_barrier
ea_involve_ea_career
ea_involve_volunteer
ea_involve_ea_events
ea_involve_give
ea_involve_education
ea_involve_local_group
ea_involve_global_events
ea_involve_social
retention_gwwc
retention_givewell
retention_ea_funds
retention_donation_other
retention_ea_project
retention_eag
retention_eagx
retention_local_group
retention_local_group_leader
retention_personal_contact
retention_ea_forum
retention_ssc
retention_lw
retention_ea_fb
retention_ea_discord
retention_future_perfect
heard_survey_ea_fb
heard_survey_other_fb
heard_survey_other_social
heard_survey_ea_newsletter
heard_survey_ace
heard_survey_gwwc
heard_survey_other_ea_org
heard_survey_friend
heard_survey_lw
heard_survey_local_group
heard_survey_ssc
heard_survey_ea_forum
heard_survey_80K
heard_survey_other
ea_know_favor
ea_know_drift
ea_know_drift_involved
ea_know_drift_reason_disagreed_premise
ea_know_drift_reason_underexposed
ea_know_drift_reason_uninterested
ea_know_drift_reason_no_friends
ea_know_drift_reason_no_opportunity
ea_know_drift_reason_offended
ea_know_drift_reason_bad_experience
ea_know_drift_reason_misunderstood
ea_know_drift_reason_life_change
ea_dont_know_drift_reason
current_work_mental_health
current_work_ai_risk
current_work_nuclear_security
current_work_biosecurity
current_work_other_xrisk
current_work_rationality
current_work_climate_change
current_work_animals
current_work_meta
current_work_poverty
current_work_cause_pri
current_work_other
career_interest_mental_health
career_interest_ai_risk
career_interest_nuclear_security
career_interest_biosecurity
career_interest_other_xrisk
career_interest_rationality
career_interest_climate_change
career_interest_animals
career_interest_meta
career_interest_poverty
career_interest_cause_pri
moral_philosophy
familiar_population_ethics
utilitarianism_type
dpe
dpe2
ea_id
currency
donate_2018_c
plan_donate_2019_c
donate_RC_2018_c
donate_ea_fund_meta_2018_c
donate_ea_fund_animal_welfare_2018_c
donate_ea_fund_ltf_2018_c
donate_ea_fund_global_health_2018_c
donate_80K_2018_c
donate_cfar_2018_c
donate_miri_2018_c
donate_gf_2018_c
donate_ace_2018_c
donate_mfa_2018_c
donate_cea_2018_c
donate_dtw_2018_c
donate_gw_2018_c
donate_sci_2018_c
donate_gd_2018_c
donate_ef_2018_c
donate_amf_2018_c
donate_thl_2018_c
income_2018_c
p_donate_2018
cause_import_animal_welfare_b
cause_import_cause_prioritization_b
cause_import_biosecurity_b
cause_import_climate_change_b
cause_import_nuclear_security_b
cause_import_ai_b
cause_import_mental_health_b
cause_import_poverty_b
cause_import_rationality_b
cause_import_meta_b
cause_import_xrisk_other_b
cause_import_other_b
cause_import_other_which_b
left
gender_b
veg_b
donate_cause_meta_2018_c
donate_cause_cause_pri_2018_c
donate_cause_poverty_2018_c
donate_cause_animal_welfare_2018_c
donate_cause_far_future_2018_c
student
age

#Variables

referrer

Distribution

Distribution of values for referrer

Distribution of values for referrer

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
referrer numeric 0 1 2.5e+08 2.5e+08 2.5e+08 2.5e+08 486657 ▇▆▃▁▁ NA

sincere

Distribution

Distribution of values for sincere

Distribution of values for sincere

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
sincere logical 0 1 TRU: 2513 1 NA

is_ea1

Distribution

Distribution of values for is_ea1

Distribution of values for is_ea1

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
is_ea1 logical 0 1 TRU: 2513 1 NA

is_ea2

Distribution

Distribution of values for is_ea2

Distribution of values for is_ea2

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
is_ea2 logical 0 1 TRU: 2513 1 NA

first_heard_EA

Distribution

Distribution of values for first_heard_EA

Distribution of values for first_heard_EA

376 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
first_heard_EA character 376 0.85 23 0 4 51 0 NA

involved_tlycs

Distribution

Distribution of values for involved_tlycs

Distribution of values for involved_tlycs

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
involved_tlycs logical 0 1 FAL: 2345, TRU: 168 0.07 NA

involved_local_EA

Distribution

Distribution of values for involved_local_EA

Distribution of values for involved_local_EA

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
involved_local_EA logical 0 1 FAL: 2015, TRU: 498 0.2 NA

involved_lesswrong

Distribution

Distribution of values for involved_lesswrong

Distribution of values for involved_lesswrong

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
involved_lesswrong logical 0 1 FAL: 2065, TRU: 448 0.18 NA

involved_givewell

Distribution

Distribution of values for involved_givewell

Distribution of values for involved_givewell

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
involved_givewell logical 0 1 FAL: 1630, TRU: 883 0.35 NA

involved_ace

Distribution

Distribution of values for involved_ace

Distribution of values for involved_ace

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
involved_ace logical 0 1 FAL: 2355, TRU: 158 0.06 NA

involved_ssc

Distribution

Distribution of values for involved_ssc

Distribution of values for involved_ssc

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
involved_ssc logical 0 1 FAL: 2093, TRU: 420 0.17 NA

involved_online_ea

Distribution

Distribution of values for involved_online_ea

Distribution of values for involved_online_ea

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
involved_online_ea logical 0 1 FAL: 2059, TRU: 454 0.18 NA

involved_personal_contact

Distribution

Distribution of values for involved_personal_contact

Distribution of values for involved_personal_contact

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
involved_personal_contact logical 0 1 FAL: 1794, TRU: 719 0.29 NA

involved_80K

Distribution

Distribution of values for involved_80K

Distribution of values for involved_80K

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
involved_80K logical 0 1 FAL: 1526, TRU: 987 0.39 NA

involved_GWWC

Distribution

Distribution of values for involved_GWWC

Distribution of values for involved_GWWC

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
involved_GWWC logical 0 1 FAL: 1979, TRU: 534 0.21 NA

involved_ea_global

Distribution

Distribution of values for involved_ea_global

Distribution of values for involved_ea_global

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
involved_ea_global logical 0 1 FAL: 2301, TRU: 212 0.08 NA

involved_ea_global_x

Distribution

Distribution of values for involved_ea_global_x

Distribution of values for involved_ea_global_x

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
involved_ea_global_x logical 0 1 FAL: 2420, TRU: 93 0.04 NA

involved_book_blog

Distribution

Distribution of values for involved_book_blog

Distribution of values for involved_book_blog

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
involved_book_blog logical 0 1 FAL: 1893, TRU: 620 0.25 NA

involved_podcast

Distribution

Distribution of values for involved_podcast

Distribution of values for involved_podcast

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
involved_podcast logical 0 1 FAL: 2213, TRU: 300 0.12 NA

involved_swiss

Distribution

Distribution of values for involved_swiss

Distribution of values for involved_swiss

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
involved_swiss logical 0 1 FAL: 2448, TRU: 65 0.03 NA

involved_none_of_the_above

Distribution

Distribution of values for involved_none_of_the_above

Distribution of values for involved_none_of_the_above

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
involved_none_of_the_above logical 0 1 FAL: 2464, TRU: 49 0.02 NA

involved_other

Distribution

Distribution of values for involved_other

Distribution of values for involved_other

2253 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
involved_other character 2253 0.1 234 0 1 591 0 NA

which_year_EA

Distribution

Distribution of values for which_year_EA

Distribution of values for which_year_EA

384 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
which_year_EA character 384 0.85 12 0 4 16 0 NA

member_ea_fb

Distribution

Distribution of values for member_ea_fb

Distribution of values for member_ea_fb

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
member_ea_fb logical 0 1 FAL: 1487, TRU: 1026 0.41 NA

member_ea_forum

Distribution

Distribution of values for member_ea_forum

Distribution of values for member_ea_forum

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
member_ea_forum logical 0 1 FAL: 1900, TRU: 613 0.24 NA

member_lw

Distribution

Distribution of values for member_lw

Distribution of values for member_lw

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
member_lw logical 0 1 FAL: 2112, TRU: 401 0.16 NA

member_local_group

Distribution

Distribution of values for member_local_group

Distribution of values for member_local_group

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
member_local_group logical 0 1 FAL: 1606, TRU: 907 0.36 NA

member_none_of_the_above

Distribution

Distribution of values for member_none_of_the_above

Distribution of values for member_none_of_the_above

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
member_none_of_the_above logical 0 1 FAL: 1915, TRU: 598 0.24 NA

member_other

Distribution

Distribution of values for member_other

Distribution of values for member_other

2377 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
member_other character 2377 0.05 129 0 4 222 0 NA

member_gwwc

Distribution

Distribution of values for member_gwwc

Distribution of values for member_gwwc

440 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
member_gwwc logical 440 0.82 FAL: 1410, TRU: 663 0.32 NA

gwwc_year

Distribution

Distribution of values for gwwc_year

Distribution of values for gwwc_year

1894 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
gwwc_year numeric 1894 0.25 2009 2017 2019 2016 2.1 ▁▂▅▇▇ NA

ea_engaged_scale

Distribution

Distribution of values for ea_engaged_scale

Distribution of values for ea_engaged_scale

388 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
ea_engaged_scale numeric 388 0.85 1 3 5 3.4 1.1 ▁▅▇▅▅ NA

activity_applied_eag

Distribution

Distribution of values for activity_applied_eag

Distribution of values for activity_applied_eag

522 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
activity_applied_eag logical 522 0.79 FAL: 1329, TRU: 662 0.33 NA

activity_attended_eag

Distribution

Distribution of values for activity_attended_eag

Distribution of values for activity_attended_eag

522 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
activity_attended_eag logical 522 0.79 FAL: 1401, TRU: 590 0.3 NA

activity_read_ea_book

Distribution

Distribution of values for activity_read_ea_book

Distribution of values for activity_read_ea_book

522 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
activity_read_ea_book logical 522 0.79 TRU: 1283, FAL: 708 0.64 NA

activity_ea_forum_posted

Distribution

Distribution of values for activity_ea_forum_posted

Distribution of values for activity_ea_forum_posted

522 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
activity_ea_forum_posted logical 522 0.79 FAL: 1733, TRU: 258 0.13 NA

activity_ea_forum_commented

Distribution

Distribution of values for activity_ea_forum_commented

Distribution of values for activity_ea_forum_commented

522 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
activity_ea_forum_commented logical 522 0.79 FAL: 1553, TRU: 438 0.22 NA

activity_wrote_not_ea_forum

Distribution

Distribution of values for activity_wrote_not_ea_forum

Distribution of values for activity_wrote_not_ea_forum

522 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
activity_wrote_not_ea_forum logical 522 0.79 FAL: 1598, TRU: 393 0.2 NA

activity_ea_fb

Distribution

Distribution of values for activity_ea_fb

Distribution of values for activity_ea_fb

522 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
activity_ea_fb logical 522 0.79 FAL: 1448, TRU: 543 0.27 NA

activity_organized_ea_event

Distribution

Distribution of values for activity_organized_ea_event

Distribution of values for activity_organized_ea_event

522 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
activity_organized_ea_event logical 522 0.79 FAL: 1401, TRU: 590 0.3 NA

activity_ea_local_leader

Distribution

Distribution of values for activity_ea_local_leader

Distribution of values for activity_ea_local_leader

522 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
activity_ea_local_leader logical 522 0.79 FAL: 1563, TRU: 428 0.21 NA

activity_applied_ea_org_job

Distribution

Distribution of values for activity_applied_ea_org_job

Distribution of values for activity_applied_ea_org_job

522 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
activity_applied_ea_org_job logical 522 0.79 FAL: 1466, TRU: 525 0.26 NA

activity_employed_ea_org

Distribution

Distribution of values for activity_employed_ea_org

Distribution of values for activity_employed_ea_org

522 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
activity_employed_ea_org logical 522 0.79 FAL: 1728, TRU: 263 0.13 NA

ea_org_employed

Distribution

Distribution of values for ea_org_employed

Distribution of values for ea_org_employed

2306 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
ea_org_employed character 2306 0.08 1 0 36 36 0 NA

activity_volunteer_ea_org

Distribution

Distribution of values for activity_volunteer_ea_org

Distribution of values for activity_volunteer_ea_org

522 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
activity_volunteer_ea_org logical 522 0.79 FAL: 1615, TRU: 376 0.19 NA

80K_coach_applied {#80K_coach_applied .tabset}

Distribution {#80K_coach_applied_distribution}

Distribution of values for 80K_coach_applied

Distribution of values for 80K_coach_applied

0 missing values.

Summary statistics {#80K_coach_applied_summary}

name data_type n_missing complete_rate count mean label
80K_coach_applied logical 0 1 FAL: 2057, TRU: 456 0.18 NA

done_80K

Distribution

Distribution of values for done_80K

Distribution of values for done_80K

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
done_80K logical 0 1 FAL: 2272, TRU: 241 0.1 NA

activity_ea_plan_change

Distribution

Distribution of values for activity_ea_plan_change

Distribution of values for activity_ea_plan_change

522 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
activity_ea_plan_change logical 522 0.79 TRU: 1025, FAL: 966 0.51 NA

activity_ea_donate

Distribution

Distribution of values for activity_ea_donate

Distribution of values for activity_ea_donate

522 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
activity_ea_donate logical 522 0.79 TRU: 1622, FAL: 369 0.81 NA

cause_import_animal_welfare

Distribution

Distribution of values for cause_import_animal_welfare

Distribution of values for cause_import_animal_welfare

504 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_animal_welfare character 504 0.8 6 0 25 75 0 NA

cause_import_cause_prioritization

Distribution

Distribution of values for cause_import_cause_prioritization

Distribution of values for cause_import_cause_prioritization

523 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_cause_prioritization character 523 0.79 6 0 25 75 0 NA

cause_import_biosecurity

Distribution

Distribution of values for cause_import_biosecurity

Distribution of values for cause_import_biosecurity

501 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_biosecurity character 501 0.8 6 0 25 75 0 NA

cause_import_climate_change

Distribution

Distribution of values for cause_import_climate_change

Distribution of values for cause_import_climate_change

500 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_climate_change character 500 0.8 6 0 25 75 0 NA

cause_import_nuclear_security

Distribution

Distribution of values for cause_import_nuclear_security

Distribution of values for cause_import_nuclear_security

511 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_nuclear_security character 511 0.8 6 0 25 75 0 NA

cause_import_ai

Distribution

Distribution of values for cause_import_ai

Distribution of values for cause_import_ai

495 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_ai character 495 0.8 6 0 25 75 0 NA

cause_import_mental_health

Distribution

Distribution of values for cause_import_mental_health

Distribution of values for cause_import_mental_health

524 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_mental_health character 524 0.79 6 0 25 75 0 NA

cause_import_poverty

Distribution

Distribution of values for cause_import_poverty

Distribution of values for cause_import_poverty

503 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_poverty character 503 0.8 6 0 25 75 0 NA

cause_import_rationality

Distribution

Distribution of values for cause_import_rationality

Distribution of values for cause_import_rationality

498 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_rationality character 498 0.8 6 0 25 75 0 NA

cause_import_meta

Distribution

Distribution of values for cause_import_meta

Distribution of values for cause_import_meta

515 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_meta character 515 0.8 6 0 25 75 0 NA

cause_import_xrisk_other

Distribution

Distribution of values for cause_import_xrisk_other

Distribution of values for cause_import_xrisk_other

502 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_xrisk_other character 502 0.8 6 0 25 75 0 NA

cause_import_other

Distribution

Distribution of values for cause_import_other

Distribution of values for cause_import_other

1949 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_other character 1949 0.22 6 0 25 75 0 NA

extra_extra_cause

Distribution

Distribution of values for extra_extra_cause

Distribution of values for extra_extra_cause

2028 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
extra_extra_cause character 2028 0.19 450 0 1 1475 0 NA

changed_causes

Distribution

Distribution of values for changed_causes

Distribution of values for changed_causes

569 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
changed_causes character 569 0.77 2 0 47 60 0 NA

previous_cause

Distribution

Distribution of values for previous_cause

Distribution of values for previous_cause

1706 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
previous_cause character 1706 0.32 342 0 2 587 0 NA

top_case

Distribution

Distribution of values for top_case

Distribution of values for top_case

490 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
top_case character 490 0.81 5 0 4 62 0 NA

ea_career_type_ea_org

Distribution

Distribution of values for ea_career_type_ea_org

Distribution of values for ea_career_type_ea_org

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_career_type_ea_org logical 0 1 FAL: 1825, TRU: 688 0.27 NA

ea_career_type_non_profit

Distribution

Distribution of values for ea_career_type_non_profit

Distribution of values for ea_career_type_non_profit

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_career_type_non_profit logical 0 1 FAL: 2196, TRU: 317 0.13 NA

ea_career_type_etg

Distribution

Distribution of values for ea_career_type_etg

Distribution of values for ea_career_type_etg

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_career_type_etg logical 0 1 FAL: 1804, TRU: 709 0.28 NA

ea_career_type_non_etg_for_profit

Distribution

Distribution of values for ea_career_type_non_etg_for_profit

Distribution of values for ea_career_type_non_etg_for_profit

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_career_type_non_etg_for_profit logical 0 1 FAL: 2166, TRU: 347 0.14 NA

ea_career_type_non_academia_research

Distribution

Distribution of values for ea_career_type_non_academia_research

Distribution of values for ea_career_type_non_academia_research

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_career_type_non_academia_research logical 0 1 FAL: 2513 0 NA

ea_career_type_academia

Distribution

Distribution of values for ea_career_type_academia

Distribution of values for ea_career_type_academia

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_career_type_academia logical 0 1 FAL: 1973, TRU: 540 0.21 NA

ea_career_type_government

Distribution

Distribution of values for ea_career_type_government

Distribution of values for ea_career_type_government

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_career_type_government logical 0 1 FAL: 2145, TRU: 368 0.15 NA

ea_career_type_advocacy

Distribution

Distribution of values for ea_career_type_advocacy

Distribution of values for ea_career_type_advocacy

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_career_type_advocacy logical 0 1 FAL: 2090, TRU: 423 0.17 NA

currency_donate_1

Distribution

Distribution of values for currency_donate_1

Distribution of values for currency_donate_1

566 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
currency_donate_1 character 566 0.77 11 0 10 27 0 NA

currency_donate_2

Distribution

Distribution of values for currency_donate_2

Distribution of values for currency_donate_2

2285 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
currency_donate_2 character 2285 0.09 108 0 1 77 0 NA

plan_donate_2019

Distribution

Distribution of values for plan_donate_2019

Distribution of values for plan_donate_2019

793 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
plan_donate_2019 numeric 793 0.68 0 1500 1e+13 5.8e+09 2.4e+11 ▇▁▁▁▁ NA

gender

Distribution

Distribution of values for gender

Distribution of values for gender

579 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
gender character 579 0.77 4 0 4 32 0 NA

race_white

Distribution

Distribution of values for race_white

Distribution of values for race_white

648 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
race_white logical 648 0.74 TRU: 1621, FAL: 244 0.87 NA

race_black

Distribution

Distribution of values for race_black

Distribution of values for race_black

648 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
race_black logical 648 0.74 FAL: 1839, TRU: 26 0.01 NA

race_hispanic

Distribution

Distribution of values for race_hispanic

Distribution of values for race_hispanic

648 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
race_hispanic logical 648 0.74 FAL: 1777, TRU: 88 0.05 NA

race_native_american

Distribution

Distribution of values for race_native_american

Distribution of values for race_native_american

648 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
race_native_american logical 648 0.74 FAL: 1861, TRU: 4 0 NA

race_pacific_islander

Distribution

Distribution of values for race_pacific_islander

Distribution of values for race_pacific_islander

648 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
race_pacific_islander logical 648 0.74 FAL: 1860, TRU: 5 0 NA

race_asian

Distribution

Distribution of values for race_asian

Distribution of values for race_asian

648 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
race_asian logical 648 0.74 FAL: 1680, TRU: 185 0.1 NA

race_other

Distribution

Distribution of values for race_other

Distribution of values for race_other

648 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
race_other logical 648 0.74 FAL: 1790, TRU: 75 0.04 NA

country

Distribution

Distribution of values for country

Distribution of values for country

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
country character 0 1 9 0 5 52 0 NA

veg

Distribution

Distribution of values for veg

Distribution of values for veg

568 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
veg character 568 0.77 6 0 5 44 0 NA

politics

Distribution

Distribution of values for politics

Distribution of values for politics

588 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
politics character 588 0.77 8 0 4 22 0 NA

politics_other

Distribution

Distribution of values for politics_other

Distribution of values for politics_other

2389 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
politics_other character 2389 0.05 107 0 2 290 0 NA

religion_atheist_agnostic

Distribution

Distribution of values for religion_atheist_agnostic

Distribution of values for religion_atheist_agnostic

622 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
religion_atheist_agnostic logical 622 0.75 TRU: 1624, FAL: 267 0.86 NA

religion_buddhist

Distribution

Distribution of values for religion_buddhist

Distribution of values for religion_buddhist

622 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
religion_buddhist logical 622 0.75 FAL: 1788, TRU: 103 0.05 NA

religion_christian

Distribution

Distribution of values for religion_christian

Distribution of values for religion_christian

622 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
religion_christian logical 622 0.75 FAL: 1693, TRU: 198 0.1 NA

religion_hindu

Distribution

Distribution of values for religion_hindu

Distribution of values for religion_hindu

622 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
religion_hindu logical 622 0.75 FAL: 1880, TRU: 11 0.01 NA

religion_jewish

Distribution

Distribution of values for religion_jewish

Distribution of values for religion_jewish

622 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
religion_jewish logical 622 0.75 FAL: 1838, TRU: 53 0.03 NA

religion_muslim

Distribution

Distribution of values for religion_muslim

Distribution of values for religion_muslim

622 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
religion_muslim logical 622 0.75 FAL: 1887, TRU: 4 0 NA

religion_sikh

Distribution

Distribution of values for religion_sikh

Distribution of values for religion_sikh

622 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
religion_sikh logical 622 0.75 FAL: 1889, TRU: 2 0 NA

religion_other

Distribution

Distribution of values for religion_other

Distribution of values for religion_other

622 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
religion_other logical 622 0.75 FAL: 1835, TRU: 56 0.03 NA

employed_full_time

Distribution

Distribution of values for employed_full_time

Distribution of values for employed_full_time

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
employed_full_time logical 0 1 FAL: 1543, TRU: 970 0.39 NA

employed_part_time

Distribution

Distribution of values for employed_part_time

Distribution of values for employed_part_time

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
employed_part_time logical 0 1 FAL: 2297, TRU: 216 0.09 NA

employed_self

Distribution

Distribution of values for employed_self

Distribution of values for employed_self

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
employed_self logical 0 1 FAL: 2329, TRU: 184 0.07 NA

employed_looking

Distribution

Distribution of values for employed_looking

Distribution of values for employed_looking

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
employed_looking logical 0 1 FAL: 2405, TRU: 108 0.04 NA

employed_not_looking

Distribution

Distribution of values for employed_not_looking

Distribution of values for employed_not_looking

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
employed_not_looking logical 0 1 FAL: 2481, TRU: 32 0.01 NA

employed_homemaker

Distribution

Distribution of values for employed_homemaker

Distribution of values for employed_homemaker

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
employed_homemaker logical 0 1 FAL: 2502, TRU: 11 0 NA

employed_retired

Distribution

Distribution of values for employed_retired

Distribution of values for employed_retired

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
employed_retired logical 0 1 FAL: 2457, TRU: 56 0.02 NA

employed_student_part

Distribution

Distribution of values for employed_student_part

Distribution of values for employed_student_part

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
employed_student_part logical 0 1 FAL: 2425, TRU: 88 0.04 NA

employed_student_full

Distribution

Distribution of values for employed_student_full

Distribution of values for employed_student_full

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
employed_student_full logical 0 1 FAL: 1988, TRU: 525 0.21 NA

education

Distribution

Distribution of values for education

Distribution of values for education

552 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
education character 552 0.78 8 0 15 23 0 NA

studied_cs

Distribution

Distribution of values for studied_cs

Distribution of values for studied_cs

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
studied_cs logical 0 1 FAL: 2045, TRU: 468 0.19 NA

studied_econ

Distribution

Distribution of values for studied_econ

Distribution of values for studied_econ

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
studied_econ logical 0 1 FAL: 2198, TRU: 315 0.13 NA

studied_engineering

Distribution

Distribution of values for studied_engineering

Distribution of values for studied_engineering

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
studied_engineering logical 0 1 FAL: 2313, TRU: 200 0.08 NA

studied_math

Distribution

Distribution of values for studied_math

Distribution of values for studied_math

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
studied_math logical 0 1 FAL: 2178, TRU: 335 0.13 NA

studied_medicine

Distribution

Distribution of values for studied_medicine

Distribution of values for studied_medicine

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
studied_medicine logical 0 1 FAL: 2443, TRU: 70 0.03 NA

studied_psych

Distribution

Distribution of values for studied_psych

Distribution of values for studied_psych

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
studied_psych logical 0 1 FAL: 2369, TRU: 144 0.06 NA

studied_phil

Distribution

Distribution of values for studied_phil

Distribution of values for studied_phil

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
studied_phil logical 0 1 FAL: 2257, TRU: 256 0.1 NA

studied_physics

Distribution

Distribution of values for studied_physics

Distribution of values for studied_physics

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
studied_physics logical 0 1 FAL: 2349, TRU: 164 0.07 NA

studied_humanities

Distribution

Distribution of values for studied_humanities

Distribution of values for studied_humanities

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
studied_humanities logical 0 1 FAL: 2262, TRU: 251 0.1 NA

studied_social_science

Distribution

Distribution of values for studied_social_science

Distribution of values for studied_social_science

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
studied_social_science logical 0 1 FAL: 2241, TRU: 272 0.11 NA

studied_other_science

Distribution

Distribution of values for studied_other_science

Distribution of values for studied_other_science

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
studied_other_science logical 0 1 FAL: 2312, TRU: 201 0.08 NA

studied_vocational

Distribution

Distribution of values for studied_vocational

Distribution of values for studied_vocational

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
studied_vocational logical 0 1 FAL: 2454, TRU: 59 0.02 NA

experience_generalist_research

Distribution

Distribution of values for experience_generalist_research

Distribution of values for experience_generalist_research

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experience_generalist_research logical 0 1 FAL: 2437, TRU: 76 0.03 NA

experience_management

Distribution

Distribution of values for experience_management

Distribution of values for experience_management

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experience_management logical 0 1 FAL: 2299, TRU: 214 0.09 NA

experience_economics

Distribution

Distribution of values for experience_economics

Distribution of values for experience_economics

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experience_economics logical 0 1 FAL: 2423, TRU: 90 0.04 NA

experience_philosophy

Distribution

Distribution of values for experience_philosophy

Distribution of values for experience_philosophy

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experience_philosophy logical 0 1 FAL: 2445, TRU: 68 0.03 NA

experience_government

Distribution

Distribution of values for experience_government

Distribution of values for experience_government

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experience_government logical 0 1 FAL: 2395, TRU: 118 0.05 NA

experience_operations

Distribution

Distribution of values for experience_operations

Distribution of values for experience_operations

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experience_operations logical 0 1 FAL: 2382, TRU: 131 0.05 NA

experience_ml

Distribution

Distribution of values for experience_ml

Distribution of values for experience_ml

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experience_ml logical 0 1 FAL: 2410, TRU: 103 0.04 NA

experience_ai_safety

Distribution

Distribution of values for experience_ai_safety

Distribution of values for experience_ai_safety

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experience_ai_safety logical 0 1 FAL: 2500, TRU: 13 0.01 NA

experience_movement_building

Distribution

Distribution of values for experience_movement_building

Distribution of values for experience_movement_building

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experience_movement_building logical 0 1 FAL: 2429, TRU: 84 0.03 NA

experience_admin

Distribution

Distribution of values for experience_admin

Distribution of values for experience_admin

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experience_admin logical 0 1 FAL: 2421, TRU: 92 0.04 NA

experience_pa

Distribution

Distribution of values for experience_pa

Distribution of values for experience_pa

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experience_pa logical 0 1 FAL: 2488, TRU: 25 0.01 NA

experience_life_sciences

Distribution

Distribution of values for experience_life_sciences

Distribution of values for experience_life_sciences

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experience_life_sciences logical 0 1 FAL: 2401, TRU: 112 0.04 NA

experiences_marketing

Distribution

Distribution of values for experiences_marketing

Distribution of values for experiences_marketing

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experiences_marketing logical 0 1 FAL: 2423, TRU: 90 0.04 NA

experience_math

Distribution

Distribution of values for experience_math

Distribution of values for experience_math

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experience_math logical 0 1 FAL: 2311, TRU: 202 0.08 NA

experience_comms

Distribution

Distribution of values for experience_comms

Distribution of values for experience_comms

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experience_comms logical 0 1 FAL: 2441, TRU: 72 0.03 NA

experience_webdev

Distribution

Distribution of values for experience_webdev

Distribution of values for experience_webdev

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experience_webdev logical 0 1 FAL: 2361, TRU: 152 0.06 NA

experience_international_dev

Distribution

Distribution of values for experience_international_dev

Distribution of values for experience_international_dev

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experience_international_dev logical 0 1 FAL: 2447, TRU: 66 0.03 NA

experience_software

Distribution

Distribution of values for experience_software

Distribution of values for experience_software

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experience_software logical 0 1 FAL: 2185, TRU: 328 0.13 NA

experience_asset_management

Distribution

Distribution of values for experience_asset_management

Distribution of values for experience_asset_management

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experience_asset_management logical 0 1 FAL: 2472, TRU: 41 0.02 NA

experience_law

Distribution

Distribution of values for experience_law

Distribution of values for experience_law

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experience_law logical 0 1 FAL: 2456, TRU: 57 0.02 NA

experience_consulting

Distribution

Distribution of values for experience_consulting

Distribution of values for experience_consulting

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experience_consulting logical 0 1 FAL: 2378, TRU: 135 0.05 NA

experience_accounting

Distribution

Distribution of values for experience_accounting

Distribution of values for experience_accounting

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experience_accounting logical 0 1 FAL: 2489, TRU: 24 0.01 NA

ea_interest_change

Distribution

Distribution of values for ea_interest_change

Distribution of values for ea_interest_change

579 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
ea_interest_change character 579 0.77 7 0 19 22 0 NA

ea_community_excitement

Distribution

Distribution of values for ea_community_excitement

Distribution of values for ea_community_excitement

609 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
ea_community_excitement character 609 0.76 10 0 3 22 0 NA

ea_barrier_too_demanding

Distribution

Distribution of values for ea_barrier_too_demanding

Distribution of values for ea_barrier_too_demanding

925 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_barrier_too_demanding logical 925 0.63 FAL: 1366, TRU: 222 0.14 NA

ea_barrier_limited_advice

Distribution

Distribution of values for ea_barrier_limited_advice

Distribution of values for ea_barrier_limited_advice

925 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_barrier_limited_advice logical 925 0.63 FAL: 1332, TRU: 256 0.16 NA

ea_barrier_too_few_jobs

Distribution

Distribution of values for ea_barrier_too_few_jobs

Distribution of values for ea_barrier_too_few_jobs

925 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_barrier_too_few_jobs logical 925 0.63 FAL: 1074, TRU: 514 0.32 NA

ea_barrier_job_too_hard

Distribution

Distribution of values for ea_barrier_job_too_hard

Distribution of values for ea_barrier_job_too_hard

925 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_barrier_job_too_hard logical 925 0.63 FAL: 1178, TRU: 410 0.26 NA

ea_barrier_unclear_where_donate

Distribution

Distribution of values for ea_barrier_unclear_where_donate

Distribution of values for ea_barrier_unclear_where_donate

925 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_barrier_unclear_where_donate logical 925 0.63 FAL: 1491, TRU: 97 0.06 NA

ea_barrier_unclear_how_movement_building

Distribution

Distribution of values for ea_barrier_unclear_how_movement_building

Distribution of values for ea_barrier_unclear_how_movement_building

925 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_barrier_unclear_how_movement_building logical 925 0.63 FAL: 1252, TRU: 336 0.21 NA

ea_barrier_lack_mentor

Distribution

Distribution of values for ea_barrier_lack_mentor

Distribution of values for ea_barrier_lack_mentor

925 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_barrier_lack_mentor logical 925 0.63 FAL: 1315, TRU: 273 0.17 NA

ea_barrier_not_diverse

Distribution

Distribution of values for ea_barrier_not_diverse

Distribution of values for ea_barrier_not_diverse

925 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_barrier_not_diverse logical 925 0.63 FAL: 1383, TRU: 205 0.13 NA

ea_barrier_not_welcoming

Distribution

Distribution of values for ea_barrier_not_welcoming

Distribution of values for ea_barrier_not_welcoming

925 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_barrier_not_welcoming logical 925 0.63 FAL: 1436, TRU: 152 0.1 NA

ea_barrier_elitist

Distribution

Distribution of values for ea_barrier_elitist

Distribution of values for ea_barrier_elitist

925 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_barrier_elitist logical 925 0.63 FAL: 1324, TRU: 264 0.17 NA

ea_barrier_unsocial

Distribution

Distribution of values for ea_barrier_unsocial

Distribution of values for ea_barrier_unsocial

925 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_barrier_unsocial logical 925 0.63 FAL: 1424, TRU: 164 0.1 NA

ea_barrier_no_ea_friends

Distribution

Distribution of values for ea_barrier_no_ea_friends

Distribution of values for ea_barrier_no_ea_friends

925 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_barrier_no_ea_friends logical 925 0.63 FAL: 1105, TRU: 483 0.3 NA

ea_barrier_no_group

Distribution

Distribution of values for ea_barrier_no_group

Distribution of values for ea_barrier_no_group

925 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_barrier_no_group logical 925 0.63 FAL: 1325, TRU: 263 0.17 NA

ea_barrier_no_ea_content

Distribution

Distribution of values for ea_barrier_no_ea_content

Distribution of values for ea_barrier_no_ea_content

925 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_barrier_no_ea_content logical 925 0.63 FAL: 1485, TRU: 103 0.06 NA

ea_barrier_no_barrier

Distribution

Distribution of values for ea_barrier_no_barrier

Distribution of values for ea_barrier_no_barrier

925 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_barrier_no_barrier logical 925 0.63 FAL: 1448, TRU: 140 0.09 NA

ea_involve_ea_career

Distribution

Distribution of values for ea_involve_ea_career

Distribution of values for ea_involve_ea_career

1500 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
ea_involve_ea_career character 1500 0.4 1 0 43 43 0 NA

ea_involve_volunteer

Distribution

Distribution of values for ea_involve_volunteer

Distribution of values for ea_involve_volunteer

1892 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
ea_involve_volunteer character 1892 0.25 1 0 62 62 0 NA

ea_involve_ea_events

Distribution

Distribution of values for ea_involve_ea_events

Distribution of values for ea_involve_ea_events

2100 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
ea_involve_ea_events character 2100 0.16 1 0 36 36 0 NA

ea_involve_give

Distribution

Distribution of values for ea_involve_give

Distribution of values for ea_involve_give

1554 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
ea_involve_give character 1554 0.38 1 0 9 9 0 NA

ea_involve_education

Distribution

Distribution of values for ea_involve_education

Distribution of values for ea_involve_education

2016 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
ea_involve_education character 2016 0.2 1 0 41 41 0 NA

ea_involve_local_group

Distribution

Distribution of values for ea_involve_local_group

Distribution of values for ea_involve_local_group

1769 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
ea_involve_local_group character 1769 0.3 1 0 39 39 0 NA

ea_involve_global_events

Distribution

Distribution of values for ea_involve_global_events

Distribution of values for ea_involve_global_events

2005 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
ea_involve_global_events character 2005 0.2 1 0 53 53 0 NA

ea_involve_social

Distribution

Distribution of values for ea_involve_social

Distribution of values for ea_involve_social

1753 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
ea_involve_social character 1753 0.3 1 0 31 31 0 NA

retention_gwwc

Distribution

Distribution of values for retention_gwwc

Distribution of values for retention_gwwc

891 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
retention_gwwc logical 891 0.65 FAL: 1429, TRU: 193 0.12 NA

retention_givewell

Distribution

Distribution of values for retention_givewell

Distribution of values for retention_givewell

891 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
retention_givewell logical 891 0.65 FAL: 1314, TRU: 308 0.19 NA

retention_ea_funds

Distribution

Distribution of values for retention_ea_funds

Distribution of values for retention_ea_funds

891 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
retention_ea_funds logical 891 0.65 FAL: 1455, TRU: 167 0.1 NA

retention_donation_other

Distribution

Distribution of values for retention_donation_other

Distribution of values for retention_donation_other

891 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
retention_donation_other logical 891 0.65 FAL: 1469, TRU: 153 0.09 NA

retention_ea_project

Distribution

Distribution of values for retention_ea_project

Distribution of values for retention_ea_project

891 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
retention_ea_project logical 891 0.65 FAL: 1382, TRU: 240 0.15 NA

retention_eag

Distribution

Distribution of values for retention_eag

Distribution of values for retention_eag

891 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
retention_eag logical 891 0.65 FAL: 1421, TRU: 201 0.12 NA

retention_eagx

Distribution

Distribution of values for retention_eagx

Distribution of values for retention_eagx

891 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
retention_eagx logical 891 0.65 FAL: 1528, TRU: 94 0.06 NA

retention_local_group

Distribution

Distribution of values for retention_local_group

Distribution of values for retention_local_group

891 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
retention_local_group logical 891 0.65 FAL: 1154, TRU: 468 0.29 NA

retention_local_group_leader

Distribution

Distribution of values for retention_local_group_leader

Distribution of values for retention_local_group_leader

891 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
retention_local_group_leader logical 891 0.65 FAL: 1377, TRU: 245 0.15 NA

retention_personal_contact

Distribution

Distribution of values for retention_personal_contact

Distribution of values for retention_personal_contact

891 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
retention_personal_contact logical 891 0.65 FAL: 878, TRU: 744 0.46 NA

retention_ea_forum

Distribution

Distribution of values for retention_ea_forum

Distribution of values for retention_ea_forum

891 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
retention_ea_forum logical 891 0.65 FAL: 1384, TRU: 238 0.15 NA

retention_ssc

Distribution

Distribution of values for retention_ssc

Distribution of values for retention_ssc

891 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
retention_ssc logical 891 0.65 FAL: 1262, TRU: 360 0.22 NA

retention_lw

Distribution

Distribution of values for retention_lw

Distribution of values for retention_lw

891 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
retention_lw logical 891 0.65 FAL: 1427, TRU: 195 0.12 NA

retention_ea_fb

Distribution

Distribution of values for retention_ea_fb

Distribution of values for retention_ea_fb

891 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
retention_ea_fb logical 891 0.65 FAL: 1511, TRU: 111 0.07 NA

retention_ea_discord

Distribution

Distribution of values for retention_ea_discord

Distribution of values for retention_ea_discord

891 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
retention_ea_discord logical 891 0.65 FAL: 1592, TRU: 30 0.02 NA

retention_future_perfect

Distribution

Distribution of values for retention_future_perfect

Distribution of values for retention_future_perfect

891 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
retention_future_perfect logical 891 0.65 FAL: 1467, TRU: 155 0.1 NA

heard_survey_ea_fb

Distribution

Distribution of values for heard_survey_ea_fb

Distribution of values for heard_survey_ea_fb

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
heard_survey_ea_fb logical 0 1 FAL: 2306, TRU: 207 0.08 NA

heard_survey_other_fb

Distribution

Distribution of values for heard_survey_other_fb

Distribution of values for heard_survey_other_fb

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
heard_survey_other_fb logical 0 1 FAL: 2305, TRU: 208 0.08 NA

heard_survey_other_social

Distribution

Distribution of values for heard_survey_other_social

Distribution of values for heard_survey_other_social

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
heard_survey_other_social logical 0 1 FAL: 2361, TRU: 152 0.06 NA

heard_survey_ea_newsletter

Distribution

Distribution of values for heard_survey_ea_newsletter

Distribution of values for heard_survey_ea_newsletter

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
heard_survey_ea_newsletter logical 0 1 FAL: 1726, TRU: 787 0.31 NA

heard_survey_ace

Distribution

Distribution of values for heard_survey_ace

Distribution of values for heard_survey_ace

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
heard_survey_ace logical 0 1 FAL: 2510, TRU: 3 0 NA

heard_survey_gwwc

Distribution

Distribution of values for heard_survey_gwwc

Distribution of values for heard_survey_gwwc

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
heard_survey_gwwc logical 0 1 FAL: 2505, TRU: 8 0 NA

heard_survey_other_ea_org

Distribution

Distribution of values for heard_survey_other_ea_org

Distribution of values for heard_survey_other_ea_org

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
heard_survey_other_ea_org logical 0 1 FAL: 2468, TRU: 45 0.02 NA

heard_survey_friend

Distribution

Distribution of values for heard_survey_friend

Distribution of values for heard_survey_friend

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
heard_survey_friend logical 0 1 FAL: 2403, TRU: 110 0.04 NA

heard_survey_lw

Distribution

Distribution of values for heard_survey_lw

Distribution of values for heard_survey_lw

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
heard_survey_lw logical 0 1 FAL: 2484, TRU: 29 0.01 NA

heard_survey_local_group

Distribution

Distribution of values for heard_survey_local_group

Distribution of values for heard_survey_local_group

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
heard_survey_local_group logical 0 1 FAL: 2403, TRU: 110 0.04 NA

heard_survey_ssc

Distribution

Distribution of values for heard_survey_ssc

Distribution of values for heard_survey_ssc

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
heard_survey_ssc logical 0 1 FAL: 2267, TRU: 246 0.1 NA

heard_survey_ea_forum

Distribution

Distribution of values for heard_survey_ea_forum

Distribution of values for heard_survey_ea_forum

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
heard_survey_ea_forum logical 0 1 FAL: 2436, TRU: 77 0.03 NA

heard_survey_80K

Distribution

Distribution of values for heard_survey_80K

Distribution of values for heard_survey_80K

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
heard_survey_80K logical 0 1 FAL: 2270, TRU: 243 0.1 NA

heard_survey_other

Distribution

Distribution of values for heard_survey_other

Distribution of values for heard_survey_other

2295 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
heard_survey_other character 2295 0.09 150 0 2 274 0 NA

ea_know_favor

Distribution

Distribution of values for ea_know_favor

Distribution of values for ea_know_favor

934 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
ea_know_favor character 934 0.63 7 0 1 7 0 NA

ea_know_drift

Distribution

Distribution of values for ea_know_drift

Distribution of values for ea_know_drift

961 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
ea_know_drift character 961 0.62 2 0 2 3 0 NA

ea_know_drift_involved

Distribution

Distribution of values for ea_know_drift_involved

Distribution of values for ea_know_drift_involved

2050 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
ea_know_drift_involved character 2050 0.18 5 0 114 336 0 NA

ea_know_drift_reason_disagreed_premise

Distribution

Distribution of values for ea_know_drift_reason_disagreed_premise

Distribution of values for ea_know_drift_reason_disagreed_premise

2093 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_know_drift_reason_disagreed_premise logical 2093 0.17 FAL: 367, TRU: 53 0.13 NA

ea_know_drift_reason_underexposed

Distribution

Distribution of values for ea_know_drift_reason_underexposed

Distribution of values for ea_know_drift_reason_underexposed

2093 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_know_drift_reason_underexposed logical 2093 0.17 FAL: 391, TRU: 29 0.07 NA

ea_know_drift_reason_uninterested

Distribution

Distribution of values for ea_know_drift_reason_uninterested

Distribution of values for ea_know_drift_reason_uninterested

2093 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_know_drift_reason_uninterested logical 2093 0.17 FAL: 295, TRU: 125 0.3 NA

ea_know_drift_reason_no_friends

Distribution

Distribution of values for ea_know_drift_reason_no_friends

Distribution of values for ea_know_drift_reason_no_friends

2093 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_know_drift_reason_no_friends logical 2093 0.17 FAL: 317, TRU: 103 0.25 NA

ea_know_drift_reason_no_opportunity

Distribution

Distribution of values for ea_know_drift_reason_no_opportunity

Distribution of values for ea_know_drift_reason_no_opportunity

2093 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_know_drift_reason_no_opportunity logical 2093 0.17 FAL: 307, TRU: 113 0.27 NA

ea_know_drift_reason_offended

Distribution

Distribution of values for ea_know_drift_reason_offended

Distribution of values for ea_know_drift_reason_offended

2093 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_know_drift_reason_offended logical 2093 0.17 FAL: 366, TRU: 54 0.13 NA

ea_know_drift_reason_bad_experience

Distribution

Distribution of values for ea_know_drift_reason_bad_experience

Distribution of values for ea_know_drift_reason_bad_experience

2093 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_know_drift_reason_bad_experience logical 2093 0.17 FAL: 307, TRU: 113 0.27 NA

ea_know_drift_reason_misunderstood

Distribution

Distribution of values for ea_know_drift_reason_misunderstood

Distribution of values for ea_know_drift_reason_misunderstood

2093 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_know_drift_reason_misunderstood logical 2093 0.17 FAL: 405, TRU: 15 0.04 NA

ea_know_drift_reason_life_change

Distribution

Distribution of values for ea_know_drift_reason_life_change

Distribution of values for ea_know_drift_reason_life_change

2093 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_know_drift_reason_life_change logical 2093 0.17 FAL: 338, TRU: 82 0.2 NA

ea_dont_know_drift_reason

Distribution

Distribution of values for ea_dont_know_drift_reason

Distribution of values for ea_dont_know_drift_reason

2093 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_dont_know_drift_reason logical 2093 0.17 FAL: 327, TRU: 93 0.22 NA

current_work_mental_health

Distribution

Distribution of values for current_work_mental_health

Distribution of values for current_work_mental_health

1762 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
current_work_mental_health logical 1762 0.3 FAL: 607, TRU: 144 0.19 NA

current_work_ai_risk

Distribution

Distribution of values for current_work_ai_risk

Distribution of values for current_work_ai_risk

1762 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
current_work_ai_risk logical 1762 0.3 FAL: 566, TRU: 185 0.25 NA

current_work_nuclear_security

Distribution

Distribution of values for current_work_nuclear_security

Distribution of values for current_work_nuclear_security

1762 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
current_work_nuclear_security logical 1762 0.3 FAL: 720, TRU: 31 0.04 NA

current_work_biosecurity

Distribution

Distribution of values for current_work_biosecurity

Distribution of values for current_work_biosecurity

1762 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
current_work_biosecurity logical 1762 0.3 FAL: 698, TRU: 53 0.07 NA

current_work_other_xrisk

Distribution

Distribution of values for current_work_other_xrisk

Distribution of values for current_work_other_xrisk

1762 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
current_work_other_xrisk logical 1762 0.3 FAL: 691, TRU: 60 0.08 NA

current_work_rationality

Distribution

Distribution of values for current_work_rationality

Distribution of values for current_work_rationality

1762 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
current_work_rationality logical 1762 0.3 FAL: 526, TRU: 225 0.3 NA

current_work_climate_change

Distribution

Distribution of values for current_work_climate_change

Distribution of values for current_work_climate_change

1762 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
current_work_climate_change logical 1762 0.3 FAL: 633, TRU: 118 0.16 NA

current_work_animals

Distribution

Distribution of values for current_work_animals

Distribution of values for current_work_animals

1762 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
current_work_animals logical 1762 0.3 FAL: 643, TRU: 108 0.14 NA

current_work_meta

Distribution

Distribution of values for current_work_meta

Distribution of values for current_work_meta

1762 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
current_work_meta logical 1762 0.3 FAL: 641, TRU: 110 0.15 NA

current_work_poverty

Distribution

Distribution of values for current_work_poverty

Distribution of values for current_work_poverty

1762 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
current_work_poverty logical 1762 0.3 FAL: 607, TRU: 144 0.19 NA

current_work_cause_pri

Distribution

Distribution of values for current_work_cause_pri

Distribution of values for current_work_cause_pri

1762 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
current_work_cause_pri logical 1762 0.3 FAL: 650, TRU: 101 0.13 NA

current_work_other

Distribution

Distribution of values for current_work_other

Distribution of values for current_work_other

1762 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
current_work_other logical 1762 0.3 FAL: 674, TRU: 77 0.1 NA

career_interest_mental_health

Distribution

Distribution of values for career_interest_mental_health

Distribution of values for career_interest_mental_health

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
career_interest_mental_health logical 0 1 FAL: 2206, TRU: 307 0.12 NA

career_interest_ai_risk

Distribution

Distribution of values for career_interest_ai_risk

Distribution of values for career_interest_ai_risk

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
career_interest_ai_risk logical 0 1 FAL: 2007, TRU: 506 0.2 NA

career_interest_nuclear_security

Distribution

Distribution of values for career_interest_nuclear_security

Distribution of values for career_interest_nuclear_security

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
career_interest_nuclear_security logical 0 1 FAL: 2365, TRU: 148 0.06 NA

career_interest_biosecurity

Distribution

Distribution of values for career_interest_biosecurity

Distribution of values for career_interest_biosecurity

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
career_interest_biosecurity logical 0 1 FAL: 2266, TRU: 247 0.1 NA

career_interest_other_xrisk

Distribution

Distribution of values for career_interest_other_xrisk

Distribution of values for career_interest_other_xrisk

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
career_interest_other_xrisk logical 0 1 FAL: 2201, TRU: 312 0.12 NA

career_interest_rationality

Distribution

Distribution of values for career_interest_rationality

Distribution of values for career_interest_rationality

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
career_interest_rationality logical 0 1 FAL: 1954, TRU: 559 0.22 NA

career_interest_climate_change

Distribution

Distribution of values for career_interest_climate_change

Distribution of values for career_interest_climate_change

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
career_interest_climate_change logical 0 1 FAL: 2114, TRU: 399 0.16 NA

career_interest_animals

Distribution

Distribution of values for career_interest_animals

Distribution of values for career_interest_animals

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
career_interest_animals logical 0 1 FAL: 2164, TRU: 349 0.14 NA

career_interest_meta

Distribution

Distribution of values for career_interest_meta

Distribution of values for career_interest_meta

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
career_interest_meta logical 0 1 FAL: 2108, TRU: 405 0.16 NA

career_interest_poverty

Distribution

Distribution of values for career_interest_poverty

Distribution of values for career_interest_poverty

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
career_interest_poverty logical 0 1 FAL: 2025, TRU: 488 0.19 NA

career_interest_cause_pri

Distribution

Distribution of values for career_interest_cause_pri

Distribution of values for career_interest_cause_pri

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
career_interest_cause_pri logical 0 1 FAL: 2084, TRU: 429 0.17 NA

moral_philosophy

Distribution

Distribution of values for moral_philosophy

Distribution of values for moral_philosophy

1154 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
moral_philosophy character 1154 0.54 5 0 10 41 0 NA

familiar_population_ethics

Distribution

Distribution of values for familiar_population_ethics

Distribution of values for familiar_population_ethics

981 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
familiar_population_ethics character 981 0.61 5 0 13 19 0 NA

utilitarianism_type

Distribution

Distribution of values for utilitarianism_type

Distribution of values for utilitarianism_type

1093 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
utilitarianism_type character 1093 0.57 7 0 3 107 0 NA

dpe

Distribution

Distribution of values for dpe

Distribution of values for dpe

1255 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
dpe character 1255 0.5 2 0 39 109 0 NA

dpe2

Distribution

Distribution of values for dpe2

Distribution of values for dpe2

1667 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean hist label
dpe2 numeric 1667 0.34 0 1001 Inf Inf ▇▁▁▁▁ NA

ea_id

Distribution

Distribution of values for ea_id

Distribution of values for ea_id

1059 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
ea_id character 1059 0.58 1450 0 32 32 0 NA

currency

Distribution

Distribution of values for currency

Distribution of values for currency

608 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
currency character 608 0.76 20 0 3 3 0 NA

plan_donate_2019_c

Distribution

Distribution of values for plan_donate_2019_c

Distribution of values for plan_donate_2019_c

831 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
plan_donate_2019_c numeric 831 0.67 0 1095 3e+06 10687 90501 ▇▁▁▁▁ NA

income_2018_c

Distribution

Distribution of values for income_2018_c

Distribution of values for income_2018_c

827 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
income_2018_c character 827 0.67 8 0 12 20 0 NA

p_donate_2018

Distribution

Distribution of values for p_donate_2018

Distribution of values for p_donate_2018

975 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
p_donate_2018 numeric 975 0.61 0 0.033 14 0.1 0.46 ▇▁▁▁▁ NA

cause_import_animal_welfare_b

Distribution

Distribution of values for cause_import_animal_welfare_b

Distribution of values for cause_import_animal_welfare_b

504 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_animal_welfare_b character 504 0.8 6 0 25 75 0 NA

cause_import_cause_prioritization_b

Distribution

Distribution of values for cause_import_cause_prioritization_b

Distribution of values for cause_import_cause_prioritization_b

523 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_cause_prioritization_b character 523 0.79 6 0 25 75 0 NA

cause_import_biosecurity_b

Distribution

Distribution of values for cause_import_biosecurity_b

Distribution of values for cause_import_biosecurity_b

501 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_biosecurity_b character 501 0.8 6 0 25 75 0 NA

cause_import_climate_change_b

Distribution

Distribution of values for cause_import_climate_change_b

Distribution of values for cause_import_climate_change_b

500 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_climate_change_b character 500 0.8 6 0 25 75 0 NA

cause_import_nuclear_security_b

Distribution

Distribution of values for cause_import_nuclear_security_b

Distribution of values for cause_import_nuclear_security_b

511 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_nuclear_security_b character 511 0.8 6 0 25 75 0 NA

cause_import_ai_b

Distribution

Distribution of values for cause_import_ai_b

Distribution of values for cause_import_ai_b

495 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_ai_b character 495 0.8 6 0 25 75 0 NA

cause_import_mental_health_b

Distribution

Distribution of values for cause_import_mental_health_b

Distribution of values for cause_import_mental_health_b

524 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_mental_health_b character 524 0.79 6 0 25 75 0 NA

cause_import_poverty_b

Distribution

Distribution of values for cause_import_poverty_b

Distribution of values for cause_import_poverty_b

503 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_poverty_b character 503 0.8 6 0 25 75 0 NA

cause_import_rationality_b

Distribution

Distribution of values for cause_import_rationality_b

Distribution of values for cause_import_rationality_b

498 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_rationality_b character 498 0.8 6 0 25 75 0 NA

cause_import_meta_b

Distribution

Distribution of values for cause_import_meta_b

Distribution of values for cause_import_meta_b

515 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_meta_b character 515 0.8 6 0 25 75 0 NA

cause_import_xrisk_other_b

Distribution

Distribution of values for cause_import_xrisk_other_b

Distribution of values for cause_import_xrisk_other_b

502 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_xrisk_other_b character 502 0.8 6 0 25 75 0 NA

cause_import_other_b

Distribution

Distribution of values for cause_import_other_b

Distribution of values for cause_import_other_b

1949 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_other_b character 1949 0.22 6 0 25 75 0 NA

cause_import_other_which_b

Distribution

Distribution of values for cause_import_other_which_b

Distribution of values for cause_import_other_which_b

2164 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_other_which_b character 2164 0.14 332 0 2 810 0 NA

left

Distribution

Distribution of values for left

Distribution of values for left

588 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
left logical 588 0.77 TRU: 1309, FAL: 616 0.68 NA

gender_b

Distribution

Distribution of values for gender_b

Distribution of values for gender_b

661 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
gender_b character 661 0.74 2 0 4 6 0 NA

veg_b

Distribution

Distribution of values for veg_b

Distribution of values for veg_b

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
veg_b logical 0 1 FAL: 1615, TRU: 898 0.36 NA

student

Distribution

Distribution of values for student

Distribution of values for student

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
student logical 0 1 FAL: 1902, TRU: 611 0.24 NA

age

Distribution

Distribution of values for age

Distribution of values for age

626 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
age character 626 0.75 7 0 3 5 0 NA

Missingness report

descriptionfirst_heard_EAwhich_year_EAea_engaged_scalemember_gwwctop_casecause_import_aicause_import_ai_bcause_import_rationalitycause_import_rationality_bcause_import_climate_changecause_import_climate_change_bcause_import_biosecuritycause_import_biosecurity_bcause_import_xrisk_othercause_import_xrisk_other_bcause_import_povertycause_import_poverty_bcause_import_animal_welfarecause_import_animal_welfare_bcause_import_nuclear_securitycause_import_nuclear_security_bcause_import_metacause_import_meta_bactivity_applied_eagactivity_attended_eagactivity_read_ea_bookactivity_ea_forum_postedactivity_ea_forum_commentedactivity_wrote_not_ea_forumactivity_ea_fbactivity_organized_ea_eventactivity_ea_local_leaderactivity_applied_ea_org_jobactivity_employed_ea_orgactivity_volunteer_ea_orgactivity_ea_plan_changeactivity_ea_donatecause_import_cause_prioritizationcause_import_cause_prioritization_bcause_import_mental_healthcause_import_mental_health_beducationcurrency_donate_1vegchanged_causesgenderea_interest_changepoliticsleftcurrencyea_community_excitementreligion_atheist_agnosticreligion_buddhistreligion_christianreligion_hindureligion_jewishreligion_muslimreligion_sikhreligion_otheragerace_whiterace_blackrace_hispanicrace_native_americanrace_pacific_islanderrace_asianrace_othergender_bplan_donate_2019donate_2018_cincome_2018_cplan_donate_2019_cretention_gwwcretention_givewellretention_ea_fundsretention_donation_otherretention_ea_projectretention_eagretention_eagxretention_local_groupretention_local_group_leaderretention_personal_contactretention_ea_forumretention_sscretention_lwretention_ea_fbretention_ea_discordretention_future_perfectea_barrier_too_demandingea_barrier_limited_adviceea_barrier_too_few_jobsea_barrier_job_too_hardea_barrier_unclear_where_donateea_barrier_unclear_how_movement_buildingea_barrier_lack_mentorea_barrier_not_diverseea_barrier_not_welcomingea_barrier_elitistea_barrier_unsocialea_barrier_no_ea_friendsea_barrier_no_groupea_barrier_no_ea_contentea_barrier_no_barrierea_know_favorea_know_driftp_donate_2018familiar_population_ethicsea_idutilitarianism_typemoral_philosophydpeea_involve_ea_careerea_involve_givedpe2previous_causeea_involve_socialcurrent_work_mental_healthcurrent_work_ai_riskcurrent_work_nuclear_securitycurrent_work_biosecuritycurrent_work_other_xriskcurrent_work_rationalitycurrent_work_climate_changecurrent_work_animalscurrent_work_metacurrent_work_povertycurrent_work_cause_pricurrent_work_otherea_involve_local_groupea_involve_volunteergwwc_yearcause_import_othercause_import_other_bea_involve_global_eventsea_involve_educationextra_extra_causeea_know_drift_involvedea_know_drift_reason_disagreed_premiseea_know_drift_reason_underexposedea_know_drift_reason_uninterestedea_know_drift_reason_no_friendsea_know_drift_reason_no_opportunityea_know_drift_reason_offendedea_know_drift_reason_bad_experienceea_know_drift_reason_misunderstoodea_know_drift_reason_life_changeea_dont_know_drift_reasonea_involve_ea_eventscause_import_other_which_bdonate_amf_2018donate_amf_2018_cinvolved_othercurrency_donate_2heard_survey_otherdonate_gw_2018donate_gw_2018_cea_org_employeddonate_gd_2018donate_gd_2018_cdonate_ea_fund_animal_welfare_2018donate_ea_fund_ltf_2018donate_ea_fund_animal_welfare_2018_cdonate_ea_fund_ltf_2018_cdonate_ea_fund_meta_2018donate_ea_fund_meta_2018_cdonate_gf_2018donate_gf_2018_cdonate_miri_2018donate_ace_2018donate_miri_2018_cmember_otherdonate_sci_2018donate_ace_2018_cdonate_sci_2018_cdonate_ea_fund_global_health_2018donate_ea_fund_global_health_2018_cdonate_thl_2018donate_thl_2018_cpolitics_otherdonate_dtw_2018donate_dtw_2018_cdonate_mfa_2018donate_ef_2018donate_cea_2018donate_mfa_2018_cdonate_cea_2018_cdonate_ef_2018_cdonate_RC_2018donate_RC_2018_cdonate_80K_2018donate_80K_2018_cdonate_cfar_2018donate_cfar_2018_cvar_missn_miss
Missing values per variable376       384       388       440       490       495       495       498       498       500       500       501       501       502       502       503       503       504       504       511       511       515       515       522      522      522      522      522      522      522      522      522      522      522      522      522      522      523       523       524       524       552       566       568       569       579       579       588       588       608       609       622       622       622       622       622       622       622       622       626       648       648       648       648       648       648       648       661       793       805       827       831       891       891       891       891       891       891       891       891       891       891       891       891       891       891       891       891       925       925       925       925       925       925       925       925       925       925       925       925       925       925       925       934       961       975       981       1.06e+031.09e+031.15e+031.26e+031.5e+03 1.55e+031.67e+031.71e+031.75e+031.76e+031.76e+031.76e+031.76e+031.76e+031.76e+031.76e+031.76e+031.76e+031.76e+031.76e+031.76e+031.77e+031.89e+031.89e+031.95e+031.95e+032.00e+032.02e+032.03e+032.05e+032.09e+032.09e+032.09e+032.09e+032.09e+032.09e+032.09e+032.09e+032.09e+032.09e+032.1e+032.16e+032.18e+032.18e+032.25e+032.28e+032.3e+032.3e+032.3e+032.31e+032.31e+032.31e+032.36e+032.36e+032.36e+032.36e+032.37e+032.37e+032.37e+032.37e+032.38e+032.38e+032.38e+032.38e+032.38e+032.38e+032.38e+032.39e+032.39e+032.39e+032.39e+032.39e+032.39e+032.39e+032.4e+032.4e+032.4e+032.4e+032.4e+032.4e+032.41e+032.42e+032.42e+032.42e+032.42e+032.42e+032.53e+052.53e+05
Missing values in 193 variables0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0      0      0      0      0      0      0      0      0      0      0      0      0      0      0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0      0       0       0       0       0       0      0      0      0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0      0      0      0      0      0      0       0       0       0       0       0       193       372       
Missing values in 175 variables1       1       1       1       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       1      1      1      1      1      1      1      1      1      1      1      1      1      1      0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0      0       0       0       0       0       0      0      0      0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0      0      0      0      0      0      0       0       0       0       0       0       175       33       
2036 other, less frequent patterns2.03e+032.03e+032.02e+031.98e+031.99e+031.98e+031.98e+031.98e+031.98e+031.98e+031.98e+031.98e+031.98e+031.98e+031.98e+031.97e+031.97e+031.97e+031.97e+031.97e+031.97e+031.96e+031.96e+031.9e+031.9e+031.9e+031.9e+031.9e+031.9e+031.9e+031.9e+031.9e+031.9e+031.9e+031.9e+031.9e+031.9e+031.95e+031.95e+031.95e+031.95e+031.95e+031.93e+031.93e+031.91e+031.92e+031.92e+031.91e+031.91e+031.89e+031.89e+031.88e+031.88e+031.88e+031.88e+031.88e+031.88e+031.88e+031.88e+031.88e+031.85e+031.85e+031.85e+031.85e+031.85e+031.85e+031.85e+031.84e+031.71e+031.69e+031.67e+031.67e+031.61e+031.61e+031.61e+031.61e+031.61e+031.61e+031.61e+031.61e+031.61e+031.61e+031.61e+031.61e+031.61e+031.61e+031.61e+031.61e+031.58e+031.58e+031.58e+031.58e+031.58e+031.58e+031.58e+031.58e+031.58e+031.58e+031.58e+031.58e+031.58e+031.58e+031.58e+031.57e+031.55e+031.52e+031.53e+031.45e+031.41e+031.35e+031.25e+031.01e+03949       842       797       757       750       750       750       750       750       750       750       750       750       750       750       750       741       619       599       559       559       507       495       480       462       419       419       419       419       419       419       419       419       419       419       412      346       334       329       256       228       218      217      214      201       203       200       149       149       148       148       143       142       141       139       138       138       137       135       135       135       134       127       126       125       125       124       119       119       113      112      111      111      111      111      101       95       94       94       90       90       1.64e+052.11e+03

Codebook table

JSON-LD metadata

The following JSON-LD can be found by search engines, if you share this codebook publicly on the web.

{
  "name": "eas_19",
  "datePublished": "2021-03-12",
  "description": "The dataset has N=2513 rows and 303 columns.\n0 rows have no missing values on any column.\n\n\n## Table of variables\nThis table contains variable names, labels, and number of missing values.\nSee the complete codebook for more.\n\n[truncated]\n\n### Note\nThis dataset was automatically described using the [codebook R package](https://rubenarslan.github.io/codebook/) (version 0.9.2).",
  "keywords": ["referrer", "sincere", "is_ea1", "is_ea2", "first_heard_EA", "involved_tlycs", "involved_local_EA", "involved_lesswrong", "involved_givewell", "involved_ace", "involved_ssc", "involved_online_ea", "involved_personal_contact", "involved_80K", "involved_GWWC", "involved_ea_global", "involved_ea_global_x", "involved_book_blog", "involved_podcast", "involved_swiss", "involved_none_of_the_above", "involved_other", "which_year_EA", "member_ea_fb", "member_ea_forum", "member_lw", "member_local_group", "member_none_of_the_above", "member_other", "member_gwwc", "gwwc_year", "ea_engaged_scale", "activity_applied_eag", "activity_attended_eag", "activity_read_ea_book", "activity_ea_forum_posted", "activity_ea_forum_commented", "activity_wrote_not_ea_forum", "activity_ea_fb", "activity_organized_ea_event", "activity_ea_local_leader", "activity_applied_ea_org_job", "activity_employed_ea_org", "ea_org_employed", "activity_volunteer_ea_org", "80K_coach_applied", "done_80K", "activity_ea_plan_change", "activity_ea_donate", "cause_import_animal_welfare", "cause_import_cause_prioritization", "cause_import_biosecurity", "cause_import_climate_change", "cause_import_nuclear_security", "cause_import_ai", "cause_import_mental_health", "cause_import_poverty", "cause_import_rationality", "cause_import_meta", "cause_import_xrisk_other", "cause_import_other", "extra_extra_cause", "changed_causes", "previous_cause", "top_case", "ea_career_type_ea_org", "ea_career_type_non_profit", "ea_career_type_etg", "ea_career_type_non_etg_for_profit", "ea_career_type_non_academia_research", "ea_career_type_academia", "ea_career_type_government", "ea_career_type_advocacy", "currency_donate_1", "currency_donate_2", "plan_donate_2019", "gender", "race_white", "race_black", "race_hispanic", "race_native_american", "race_pacific_islander", "race_asian", "race_other", "country", "veg", "politics", "politics_other", "religion_atheist_agnostic", "religion_buddhist", "religion_christian", "religion_hindu", "religion_jewish", "religion_muslim", "religion_sikh", "religion_other", "employed_full_time", "employed_part_time", "employed_self", "employed_looking", "employed_not_looking", "employed_homemaker", "employed_retired", "employed_student_part", "employed_student_full", "education", "studied_cs", "studied_econ", "studied_engineering", "studied_math", "studied_medicine", "studied_psych", "studied_phil", "studied_physics", "studied_humanities", "studied_social_science", "studied_other_science", "studied_vocational", "donate_RC_2018", "donate_ea_fund_meta_2018", "donate_ea_fund_animal_welfare_2018", "donate_ea_fund_ltf_2018", "donate_ea_fund_global_health_2018", "donate_80K_2018", "donate_cfar_2018", "donate_miri_2018", "donate_gf_2018", "donate_ace_2018", "donate_mfa_2018", "donate_cea_2018", "donate_dtw_2018", "donate_gw_2018", "donate_sci_2018", "donate_gd_2018", "donate_ef_2018", "donate_amf_2018", "donate_thl_2018", "experience_generalist_research", "experience_management", "experience_economics", "experience_philosophy", "experience_government", "experience_operations", "experience_ml", "experience_ai_safety", "experience_movement_building", "experience_admin", "experience_pa", "experience_life_sciences", "experiences_marketing", "experience_math", "experience_comms", "experience_webdev", "experience_international_dev", "experience_software", "experience_asset_management", "experience_law", "experience_consulting", "experience_accounting", "ea_interest_change", "ea_community_excitement", "ea_barrier_too_demanding", "ea_barrier_limited_advice", "ea_barrier_too_few_jobs", "ea_barrier_job_too_hard", "ea_barrier_unclear_where_donate", "ea_barrier_unclear_how_movement_building", "ea_barrier_lack_mentor", "ea_barrier_not_diverse", "ea_barrier_not_welcoming", "ea_barrier_elitist", "ea_barrier_unsocial", "ea_barrier_no_ea_friends", "ea_barrier_no_group", "ea_barrier_no_ea_content", "ea_barrier_no_barrier", "ea_involve_ea_career", "ea_involve_volunteer", "ea_involve_ea_events", "ea_involve_give", "ea_involve_education", "ea_involve_local_group", "ea_involve_global_events", "ea_involve_social", "retention_gwwc", "retention_givewell", "retention_ea_funds", "retention_donation_other", "retention_ea_project", "retention_eag", "retention_eagx", "retention_local_group", "retention_local_group_leader", "retention_personal_contact", "retention_ea_forum", "retention_ssc", "retention_lw", "retention_ea_fb", "retention_ea_discord", "retention_future_perfect", "heard_survey_ea_fb", "heard_survey_other_fb", "heard_survey_other_social", "heard_survey_ea_newsletter", "heard_survey_ace", "heard_survey_gwwc", "heard_survey_other_ea_org", "heard_survey_friend", "heard_survey_lw", "heard_survey_local_group", "heard_survey_ssc", "heard_survey_ea_forum", "heard_survey_80K", "heard_survey_other", "ea_know_favor", "ea_know_drift", "ea_know_drift_involved", "ea_know_drift_reason_disagreed_premise", "ea_know_drift_reason_underexposed", "ea_know_drift_reason_uninterested", "ea_know_drift_reason_no_friends", "ea_know_drift_reason_no_opportunity", "ea_know_drift_reason_offended", "ea_know_drift_reason_bad_experience", "ea_know_drift_reason_misunderstood", "ea_know_drift_reason_life_change", "ea_dont_know_drift_reason", "current_work_mental_health", "current_work_ai_risk", "current_work_nuclear_security", "current_work_biosecurity", "current_work_other_xrisk", "current_work_rationality", "current_work_climate_change", "current_work_animals", "current_work_meta", "current_work_poverty", "current_work_cause_pri", "current_work_other", "career_interest_mental_health", "career_interest_ai_risk", "career_interest_nuclear_security", "career_interest_biosecurity", "career_interest_other_xrisk", "career_interest_rationality", "career_interest_climate_change", "career_interest_animals", "career_interest_meta", "career_interest_poverty", "career_interest_cause_pri", "moral_philosophy", "familiar_population_ethics", 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  "@type": "Dataset",
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    {
      "name": "heard_survey_lw",
      "@type": "propertyValue"
    },
    {
      "name": "heard_survey_local_group",
      "@type": "propertyValue"
    },
    {
      "name": "heard_survey_ssc",
      "@type": "propertyValue"
    },
    {
      "name": "heard_survey_ea_forum",
      "@type": "propertyValue"
    },
    {
      "name": "heard_survey_80K",
      "@type": "propertyValue"
    },
    {
      "name": "heard_survey_other",
      "@type": "propertyValue"
    },
    {
      "name": "ea_know_favor",
      "@type": "propertyValue"
    },
    {
      "name": "ea_know_drift",
      "@type": "propertyValue"
    },
    {
      "name": "ea_know_drift_involved",
      "@type": "propertyValue"
    },
    {
      "name": "ea_know_drift_reason_disagreed_premise",
      "@type": "propertyValue"
    },
    {
      "name": "ea_know_drift_reason_underexposed",
      "@type": "propertyValue"
    },
    {
      "name": "ea_know_drift_reason_uninterested",
      "@type": "propertyValue"
    },
    {
      "name": "ea_know_drift_reason_no_friends",
      "@type": "propertyValue"
    },
    {
      "name": "ea_know_drift_reason_no_opportunity",
      "@type": "propertyValue"
    },
    {
      "name": "ea_know_drift_reason_offended",
      "@type": "propertyValue"
    },
    {
      "name": "ea_know_drift_reason_bad_experience",
      "@type": "propertyValue"
    },
    {
      "name": "ea_know_drift_reason_misunderstood",
      "@type": "propertyValue"
    },
    {
      "name": "ea_know_drift_reason_life_change",
      "@type": "propertyValue"
    },
    {
      "name": "ea_dont_know_drift_reason",
      "@type": "propertyValue"
    },
    {
      "name": "current_work_mental_health",
      "@type": "propertyValue"
    },
    {
      "name": "current_work_ai_risk",
      "@type": "propertyValue"
    },
    {
      "name": "current_work_nuclear_security",
      "@type": "propertyValue"
    },
    {
      "name": "current_work_biosecurity",
      "@type": "propertyValue"
    },
    {
      "name": "current_work_other_xrisk",
      "@type": "propertyValue"
    },
    {
      "name": "current_work_rationality",
      "@type": "propertyValue"
    },
    {
      "name": "current_work_climate_change",
      "@type": "propertyValue"
    },
    {
      "name": "current_work_animals",
      "@type": "propertyValue"
    },
    {
      "name": "current_work_meta",
      "@type": "propertyValue"
    },
    {
      "name": "current_work_poverty",
      "@type": "propertyValue"
    },
    {
      "name": "current_work_cause_pri",
      "@type": "propertyValue"
    },
    {
      "name": "current_work_other",
      "@type": "propertyValue"
    },
    {
      "name": "career_interest_mental_health",
      "@type": "propertyValue"
    },
    {
      "name": "career_interest_ai_risk",
      "@type": "propertyValue"
    },
    {
      "name": "career_interest_nuclear_security",
      "@type": "propertyValue"
    },
    {
      "name": "career_interest_biosecurity",
      "@type": "propertyValue"
    },
    {
      "name": "career_interest_other_xrisk",
      "@type": "propertyValue"
    },
    {
      "name": "career_interest_rationality",
      "@type": "propertyValue"
    },
    {
      "name": "career_interest_climate_change",
      "@type": "propertyValue"
    },
    {
      "name": "career_interest_animals",
      "@type": "propertyValue"
    },
    {
      "name": "career_interest_meta",
      "@type": "propertyValue"
    },
    {
      "name": "career_interest_poverty",
      "@type": "propertyValue"
    },
    {
      "name": "career_interest_cause_pri",
      "@type": "propertyValue"
    },
    {
      "name": "moral_philosophy",
      "@type": "propertyValue"
    },
    {
      "name": "familiar_population_ethics",
      "@type": "propertyValue"
    },
    {
      "name": "utilitarianism_type",
      "@type": "propertyValue"
    },
    {
      "name": "dpe",
      "@type": "propertyValue"
    },
    {
      "name": "dpe2",
      "@type": "propertyValue"
    },
    {
      "name": "ea_id",
      "@type": "propertyValue"
    },
    {
      "name": "currency",
      "@type": "propertyValue"
    },
    {
      "name": "donate_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "plan_donate_2019_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_RC_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_ea_fund_meta_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_ea_fund_animal_welfare_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_ea_fund_ltf_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_ea_fund_global_health_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_80K_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_cfar_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_miri_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_gf_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_ace_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_mfa_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_cea_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_dtw_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_gw_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_sci_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_gd_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_ef_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_amf_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_thl_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "income_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "p_donate_2018",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_animal_welfare_b",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_cause_prioritization_b",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_biosecurity_b",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_climate_change_b",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_nuclear_security_b",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_ai_b",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_mental_health_b",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_poverty_b",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_rationality_b",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_meta_b",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_xrisk_other_b",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_other_b",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_other_which_b",
      "@type": "propertyValue"
    },
    {
      "name": "left",
      "@type": "propertyValue"
    },
    {
      "name": "gender_b",
      "@type": "propertyValue"
    },
    {
      "name": "veg_b",
      "@type": "propertyValue"
    },
    {
      "name": "donate_cause_meta_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_cause_cause_pri_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_cause_poverty_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_cause_animal_welfare_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_cause_far_future_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "student",
      "@type": "propertyValue"
    },
    {
      "name": "age",
      "@type": "propertyValue"
    }
  ]
}`